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Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios?
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In: Seventh Workshop on Noisy User-generated Text (W-NUT 2021, colocated with EMNLP 2021) ; https://hal.inria.fr/hal-03527328 ; Seventh Workshop on Noisy User-generated Text (W-NUT 2021, colocated with EMNLP 2021), Jan 2022, punta cana, Dominican Republic ; https://aclanthology.org/2021.wnut-1.47/ (2022)
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First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT
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In: https://hal.inria.fr/hal-03161685 ; 2021 (2021)
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Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi
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In: https://hal.inria.fr/hal-03161677 ; 2021 (2021)
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First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT
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In: EACL 2021 - The 16th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03239087 ; EACL 2021 - The 16th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2021, Kyiv / Virtual, Ukraine ; https://2021.eacl.org/ (2021)
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When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models
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In: NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.inria.fr/hal-03251105 ; NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 2021, Mexico City, Mexico (2021)
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Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering
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In: https://hal.inria.fr/hal-03109187 ; 2021 (2021)
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Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? ...
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First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT ...
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Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell
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In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889804 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, Canada. ⟨10.18653/v1/2020.acl-main.107⟩ (2020)
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CamemBERT: a Tasty French Language Model
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In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889805 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. ⟨10.18653/v1/2020.acl-main.645⟩ (2020)
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When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models
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In: https://hal.inria.fr/hal-03109106 ; 2020 (2020)
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Universal Dependencies 2.6
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Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell; Ackermann, Elia; Aepli, Noëmi; Agić, Željko; Ahrenberg, Lars; Ajede, Chika Kennedy; Aleksandravičiūtė, Gabrielė; Antonsen, Lene; Aplonova, Katya; Aquino, Angelina; Aranzabe, Maria Jesus; Arutie, Gashaw; Asahara, Masayuki; Ateyah, Luma; Atmaca, Furkan; Attia, Mohammed; Atutxa, Aitziber; Augustinus, Liesbeth; Badmaeva, Elena; Ballesteros, Miguel; Banerjee, Esha; Bank, Sebastian; Barbu Mititelu, Verginica; Basmov, Victoria; Batchelor, Colin; Bauer, John; Bengoetxea, Kepa; Berzak, Yevgeni; Bhat, Irshad Ahmad; Bhat, Riyaz Ahmad; Biagetti, Erica; Bick, Eckhard; Bielinskienė, Agnė; Blokland, Rogier; Bobicev, Victoria; Boizou, Loïc; Borges Völker, Emanuel; Börstell, Carl; Bosco, Cristina; Bouma, Gosse; Bowman, Sam; Boyd, Adriane; Brokaitė, Kristina; Burchardt, Aljoscha; Candito, Marie; Caron, Bernard; Caron, Gauthier; Cavalcanti, Tatiana; Cebiroğlu Eryiğit, Gülşen; Cecchini, Flavio Massimiliano; Celano, Giuseppe G. A.; Čéplö, Slavomír; Cetin, Savas; Chalub, Fabricio; Chi, Ethan; Choi, Jinho; Cho, Yongseok; Chun, Jayeol; Cignarella, Alessandra T.; Cinková, Silvie; Collomb, Aurélie; Çöltekin, Çağrı; Connor, Miriam; Courtin, Marine; Davidson, Elizabeth; de Marneffe, Marie-Catherine; de Paiva, Valeria; de Souza, Elvis; Diaz de Ilarraza, Arantza; Dickerson, Carly; Dione, Bamba; Dirix, Peter; Dobrovoljc, Kaja; Dozat, Timothy; Droganova, Kira; Dwivedi, Puneet; Eckhoff, Hanne; Eli, Marhaba; Elkahky, Ali; Ephrem, Binyam; Erina, Olga; Erjavec, Tomaž; Etienne, Aline; Evelyn, Wograine; Farkas, Richárd; Fernandez Alcalde, Hector; Foster, Jennifer; Freitas, Cláudia; Fujita, Kazunori; Gajdošová, Katarína; Galbraith, Daniel; Garcia, Marcos; Gärdenfors, Moa; Garza, Sebastian; Gerdes, Kim; Ginter, Filip; Goenaga, Iakes; Gojenola, Koldo; Gökırmak, Memduh; Goldberg, Yoav; Gómez Guinovart, Xavier; González Saavedra, Berta; Griciūtė, Bernadeta; Grioni, Matias; Grobol, Loïc; Grūzītis, Normunds; Guillaume, Bruno; Guillot-Barbance, Céline; Güngör, Tunga; Habash, Nizar; Hajič, Jan; Hajič jr., Jan; Hämäläinen, Mika; Hà Mỹ, Linh; Han, Na-Rae; Harris, Kim; Haug, Dag; Heinecke, Johannes; Hellwig, Oliver; Hennig, Felix; Hladká, Barbora; Hlaváčová, Jaroslava; Hociung, Florinel; Hohle, Petter; Hwang, Jena; Ikeda, Takumi; Ion, Radu; Irimia, Elena; Ishola, Ọlájídé; Jelínek, Tomáš; Johannsen, Anders; Jónsdóttir, Hildur; Jørgensen, Fredrik; Juutinen, Markus; Kaşıkara, Hüner; Kaasen, Andre; Kabaeva, Nadezhda; Kahane, Sylvain; Kanayama, Hiroshi; Kanerva, Jenna; Katz, Boris; Kayadelen, Tolga; Kenney, Jessica; Kettnerová, Václava; Kirchner, Jesse; Klementieva, Elena; Köhn, Arne; Köksal, Abdullatif; Kopacewicz, Kamil; Korkiakangas, Timo; Kotsyba, Natalia; Kovalevskaitė, Jolanta; Krek, Simon; Kwak, Sookyoung; Laippala, Veronika; Lambertino, Lorenzo; Lam, Lucia; Lando, Tatiana; Larasati, Septina Dian; Lavrentiev, Alexei; Lee, John; Lê Hồng, Phương; Lenci, Alessandro; Lertpradit, Saran; Leung, Herman; Levina, Maria; Li, Cheuk Ying; Li, Josie; Li, Keying; Lim, KyungTae; Li, Yuan; Ljubešić, Nikola; Loginova, Olga; Lyashevskaya, Olga; Lynn, Teresa; Macketanz, Vivien; Makazhanov, Aibek; Mandl, Michael; Manning, Christopher; Manurung, Ruli; Mărănduc, Cătălina; Mareček, David; Marheinecke, Katrin; Martínez Alonso, Héctor; Martins, André; Mašek, Jan; Matsuda, Hiroshi; Matsumoto, Yuji; McDonald, Ryan; McGuinness, Sarah; Mendonça, Gustavo; Miekka, Niko; Misirpashayeva, Margarita; Missilä, Anna; Mititelu, Cătălin; Mitrofan, Maria; Miyao, Yusuke; Montemagni, Simonetta; More, Amir; Moreno Romero, Laura; Mori, Keiko Sophie; Morioka, Tomohiko; Mori, Shinsuke; Moro, Shigeki; Mortensen, Bjartur; Moskalevskyi, Bohdan; Muischnek, Kadri; Munro, Robert; Murawaki, Yugo; Müürisep, Kaili; Nainwani, Pinkey; Navarro Horñiacek, Juan Ignacio; Nedoluzhko, Anna; Nešpore-Bērzkalne, Gunta; Nguyễn Thị, Lương; Nguyễn Thị Minh, Huyền; Nikaido, Yoshihiro; Nikolaev, Vitaly; Nitisaroj, Rattima; Nurmi, Hanna; Ojala, Stina; Ojha, Atul Kr.; Olúòkun, Adédayọ̀; Omura, Mai; Onwuegbuzia, Emeka; Osenova, Petya; Östling, Robert; Øvrelid, Lilja; Özateş, Şaziye Betül; Özgür, Arzucan; Öztürk Başaran, Balkız; Partanen, Niko; Pascual, Elena; Passarotti, Marco; Patejuk, Agnieszka; Paulino-Passos, Guilherme; Peljak-Łapińska, Angelika; Peng, Siyao; Perez, Cenel-Augusto; Perrier, Guy; Petrova, Daria; Petrov, Slav; Phelan, Jason; Piitulainen, Jussi; Pirinen, Tommi A; Pitler, Emily; Plank, Barbara; Poibeau, Thierry; Ponomareva, Larisa; Popel, Martin; Pretkalniņa, Lauma; Prévost, Sophie; Prokopidis, Prokopis; Przepiórkowski, Adam; Puolakainen, Tiina; Pyysalo, Sampo; Qi, Peng; Rääbis, Andriela; Rademaker, Alexandre; Ramasamy, Loganathan; Rama, Taraka; Ramisch, Carlos; Ravishankar, Vinit; Real, Livy; Rebeja, Petru; Reddy, Siva; Rehm, Georg; Riabov, Ivan; Rießler, Michael; Rimkutė, Erika; Rinaldi, Larissa; Rituma, Laura; Rocha, Luisa; Romanenko, Mykhailo; Rosa, Rudolf; Roșca, Valentin; Rovati, Davide; Rudina, Olga; Rueter, Jack; Sadde, Shoval; Sagot, Benoît; Saleh, Shadi; Salomoni, Alessio; Samardžić, Tanja; Samson, Stephanie; Sanguinetti, Manuela; Särg, Dage; Saulīte, Baiba; Sawanakunanon, Yanin; Scarlata, Salvatore; Schneider, Nathan; Schuster, Sebastian; Seddah, Djamé; Seeker, Wolfgang; Seraji, Mojgan; Shen, Mo; Shimada, Atsuko; Shirasu, Hiroyuki; Shohibussirri, Muh; Sichinava, Dmitry; Silveira, Aline; Silveira, Natalia; Simi, Maria; Simionescu, Radu; Simkó, Katalin; Šimková, Mária; Simov, Kiril; Skachedubova, Maria; Smith, Aaron; Soares-Bastos, Isabela; Spadine, Carolyn; Stella, Antonio; Straka, Milan; Strnadová, Jana; Suhr, Alane; Sulubacak, Umut; Suzuki, Shingo; Szántó, Zsolt; Taji, Dima; Takahashi, Yuta; Tamburini, Fabio; Tanaka, Takaaki; Tella, Samson; Tellier, Isabelle; Thomas, Guillaume; Torga, Liisi; Toska, Marsida; Trosterud, Trond; Trukhina, Anna; Tsarfaty, Reut; Türk, Utku; Tyers, Francis; Uematsu, Sumire; Untilov, Roman; Urešová, Zdeňka; Uria, Larraitz; Uszkoreit, Hans; Utka, Andrius; Vajjala, Sowmya; van Niekerk, Daniel; van Noord, Gertjan; Varga, Viktor; Villemonte de la Clergerie, Eric; Vincze, Veronika; Wakasa, Aya; Wallin, Lars; Walsh, Abigail; Wang, Jing Xian; Washington, Jonathan North; Wendt, Maximilan; Widmer, Paul; Williams, Seyi; Wirén, Mats; Wittern, Christian; Woldemariam, Tsegay; Wong, Tak-sum; Wróblewska, Alina; Yako, Mary; Yamashita, Kayo; Yamazaki, Naoki; Yan, Chunxiao; Yasuoka, Koichi; Yavrumyan, Marat M.; Yu, Zhuoran; Žabokrtský, Zdeněk; Zeldes, Amir; Zhu, Hanzhi; Zhuravleva, Anna. - : Universal Dependencies Consortium, 2020
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Abstract:
Universal Dependencies is a project that seeks to develop cross-linguistically consistent treebank annotation for many languages, with the goal of facilitating multilingual parser development, cross-lingual learning, and parsing research from a language typology perspective. The annotation scheme is based on (universal) Stanford dependencies (de Marneffe et al., 2006, 2008, 2014), Google universal part-of-speech tags (Petrov et al., 2012), and the Interset interlingua for morphosyntactic tagsets (Zeman, 2008).
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Keyword:
dependency; harmonized annotation; interset; morphology; stanford dependencies; syntax; treebank; universal tagset
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URL: http://hdl.handle.net/11234/1-3226
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Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering ...
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When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models ...
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CamemBERT: a Tasty French Language Model
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In: https://hal.inria.fr/hal-02445946 ; 2019 (2019)
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Enhancing BERT for Lexical Normalization
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In: The 5th Workshop on Noisy User-generated Text (W-NUT) ; https://hal.inria.fr/hal-02294316 ; The 5th Workshop on Noisy User-generated Text (W-NUT), Nov 2019, Hong Kong, China (2019)
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